Agent Framework Azure AI Py
microsoft/skills
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Mag-query sa opisyal na dokumentasyon ng Microsoft upang hanapin ang mga konsepto, tutorial, at mga halimbawa ng code sa iba't ibang serbisyo tulad ng Azure, .NET, Agent Framework, Aspire, VS Code…
Install Microsoft Docs
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .claude/skills && cp -r skills-src/translations/tl/.agents/skills/microsoft-docs .claude/skills/microsoft-docs && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/tl/.agents/skills/microsoft-docs into .claude/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/tl/.agents/skills/microsoft-docsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .agents/skills && cp -r skills-src/translations/tl/.agents/skills/microsoft-docs .agents/skills/microsoft-docs && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/tl/.agents/skills/microsoft-docs into .agents/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/translations/tl/.agents/skills/microsoft-docs .cursor/skills/microsoft-docs && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/tl/.agents/skills/microsoft-docs into .cursor/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/microsoft/ai-agents-for-beginners.git --path translations/tl/.agents/skills/microsoft-docs--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/translations/tl/.agents/skills/microsoft-docs .gemini/skills/microsoft-docs && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/tl/.agents/skills/microsoft-docs into .gemini/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .github/skills && cp -r skills-src/translations/tl/.agents/skills/microsoft-docs .github/skills/microsoft-docs && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/tl/.agents/skills/microsoft-docs into .github/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install microsoft/ai-agents-for-beginners microsoft-docs --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/ai-agents-for-beginners.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/translations/tl/.agents/skills/microsoft-docs .opencode/skills/microsoft-docs && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "microsoft-docs" agent skill from https://github.com/microsoft/ai-agents-for-beginners/tree/main/translations/tl/.agents/skills/microsoft-docs into .opencode/skills/microsoft-docs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "microsoft-docs", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
microsoft-docs- GitHub stars
- 77k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 686 words
- Files
- 1
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- MIT
At a glance
Mag-query sa opisyal na dokumentasyon ng Microsoft upang hanapin ang mga konsepto, tutorial, at mga halimbawa ng code sa iba't ibang serbisyo tulad ng Azure, .NET, Agent Framework, Aspire, VS Code…
- Works in 2 steps: Tawagan ang… → Tawagan ang mcp_context7_query-docs…
- Tasks that involve Building AI agents
- SKILL.md covers Default: Microsoft Learn MCP, Exceptions: When to Use Other…, Context7 Setup and Writing Effective Queries
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Microsoft Docs is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization. Mag-query sa opisyal na dokumentasyon ng Microsoft upang hanapin ang mga konsepto, tutorial, at mga halimbawa ng code sa iba't ibang serbisyo tulad ng Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, at iba pa. Ginagamit ang Microsoft Learn MCP bilang default, kasama ang Context7 at Aspire MCP para sa nilalamang nasa labas ng learn.microsoft.com.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in AI & LLM Engineering, covering Building AI agents and MCP servers. It works with Visual Studio Code, Model Context Protocol, Microsoft Azure and GitHub. The repository describes itself as: 18 Lessons to Get Started Building AI Agents. The licence is MIT.
When your agent uses it
- Tasks that involve Building AI agents
- Tasks that involve MCP servers
Example prompts
- “/microsoft-docs”
Requirements
- Python 3
- Node.js
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Tawagan ang mcp_context7_resolve-library-id gamit ang pangalan ng teknolohiya
- Tawagan ang mcp_context7_query-docs gamit ang nakuha na library ID at isang tiyak na query
What it can do on your machine
Read from SKILL.md and the folder at commit 25b7985. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.comdavidpine.dev
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Microsoft Docs loads about 1.6k tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 686 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from microsoft/ai-agents-for-beginners at commit 25b7985, republished under its MIT licence (© microsoft). 686 words, ~1,587 tokens.
Download SKILL.mdSave it as
.claude/skills/microsoft-docs/SKILL.md (or your agent's skills folder).- name
- microsoft-docs
- description
- Mag-query sa opisyal na dokumentasyon ng Microsoft upang hanapin ang mga konsepto, tutorial, at mga halimbawa ng code sa iba't ibang serbisyo tulad ng Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, at iba pa. Ginagamit ang Microsoft Learn MCP bilang default, kasama ang Context7 at Aspire MCP para sa nilalamang nasa labas ng learn.microsoft.com.
Microsoft Docs
Kasanayan sa pananaliksik para sa ekosistema ng teknolohiyang Microsoft. Saklaw ang learn.microsoft.com at dokumentasyong nasa labas nito (VS Code, GitHub, Aspire, Agent Framework repos).
Default: Microsoft Learn MCP
Gamitin ang mga tool na ito para sa everything on learn.microsoft.com — Azure, .NET, M365, Power Platform, Agent Framework, Semantic Kernel, Windows, at iba pa. Ito ang pangunahing tool para sa karamihan ng mga tanong tungkol sa dokumentasyon ng Microsoft.
| Tool | Layunin |
|---|---|
microsoft_docs_search | Maghanap sa learn.microsoft.com — mga konsepto, gabay, tutorial, konfigurasyon |
microsoft_code_sample_search | Hanapin ang mga gumaganang snippet ng code mula sa mga dokumento ng Learn. Ibigay ang language (python, csharp, etc.) para sa pinakamahusay na resulta |
microsoft_docs_fetch | Kunin ang buong nilalaman ng pahina mula sa isang partikular na URL (kapag hindi sapat ang mga excerpt mula sa paghahanap) |
Gamitin ang microsoft_docs_fetch pagkatapos mag-search kapag kailangan mo ng kumpletong tutorial, lahat ng opsyon ng konfigurasyon, o kapag ang mga excerpt mula sa paghahanap ay pinutol.
Exceptions: When to Use Other Tools
Ang mga sumusunod na kategorya ay nasa labas ng learn.microsoft.com. Gamitin ang tinukoy na tool sa halip.
.NET Aspire — Use Aspire MCP Server (preferred) or Context7
Ang mga dokumento ng Aspire ay nasa aspire.dev, hindi sa Learn. Ang pinakamainam na tool ay depende sa iyong Aspire CLI na bersyon:
CLI 13.2+ (inirerekomenda) — Kasama sa Aspire MCP server ang mga built-in na tool sa paghahanap ng docs:
| MCP Tool | Paglalarawan |
|---|---|
list_docs | Nililista ang lahat ng magagamit na dokumentasyon mula sa aspire.dev |
search_docs | Lexical search na may bigat sa buong nilalaman ng aspire.dev |
get_doc | Kukunin ang isang partikular na dokumento ayon sa slug |
Kasama ang mga ito sa Aspire CLI 13.2 (PR #14028). Upang i-update: aspire update --self --channel daily. Sanggunian: https://davidpine.dev/posts/aspire-docs-mcp-tools/
CLI 13.1 — Nagbibigay ang MCP server ng integration lookup (list_integrations, get_integration_docs) pero hindi ng paghahanap ng docs. Gamitin ang Context7 bilang fallback:
| Library ID | Gamit para sa |
|---|---|
/microsoft/aspire.dev | Pangunahing — mga gabay, integrasyon, sanggunian ng CLI, deployment |
/dotnet/aspire | Pinagmulan ng runtime — API internals, detalye ng implementasyon |
/communitytoolkit/aspire | Mga integrasyon ng komunidad — Go, Java, Node.js, Ollama |
VS Code — Use Context7
Ang mga dokumento ng VS Code ay nasa code.visualstudio.com, hindi sa Learn.
| Library ID | Gamit para sa |
|---|---|
/websites/code_visualstudio | Mga dokumento ng user — mga setting, tampok, debugging, remote dev |
/websites/code_visualstudio_api | API ng Extension — webviews, TreeViews, commands, contribution points |
GitHub — Use Context7
Ang mga dokumento ng GitHub ay nasa docs.github.com at cli.github.com.
| Library ID | Gamit para sa |
|---|---|
/websites/github_en | Actions, API, repos, security, admin, Copilot |
/websites/cli_github | Mga command at flag ng GitHub CLI (gh) |
Show full SKILL.md (286 more words)Show less
Agent Framework — Use Learn MCP + Context7
Ang mga tutorial ng Agent Framework ay nasa learn.microsoft.com (gamitin ang microsoft_docs_search), ngunit ang GitHub repo ay may detalye sa antas ng API na madalas na nauunang nailathala kaysa sa mga publikadong dokumento — partikular ang DevUI REST API reference, mga opsyon ng CLI, at integrasyon ng .NET.
| Library ID | Gamit para sa |
|---|---|
/websites/learn_microsoft_en-us_agent-framework | Mga tutorial — gabay sa DevUI, tracing, orchestration ng workflow |
/microsoft/agent-framework | Detalye ng API — DevUI REST endpoints, CLI flags, auth, .NET AddDevUI/MapDevUI |
DevUI tip: I-query ang source ng website ng Learn para sa mga how-to guide, pagkatapos ang source ng repo para sa mga API-level na detalye (endpoint schemas, proxy config, auth tokens).
Context7 Setup
Para sa anumang query sa Context7, i-resolve muna ang library ID (isang beses kada session):
- Tawagan ang
mcp_context7_resolve-library-idgamit ang pangalan ng teknolohiya - Tawagan ang
mcp_context7_query-docsgamit ang nakuha na library ID at isang tiyak na query
Writing Effective Queries
Maging tiyak — isama ang bersyon, layunin, at wika:
# ❌ Too broad
"Azure Functions"
"agent framework"
# ✅ Specific
"Azure Functions Python v2 programming model"
"Cosmos DB partition key design best practices"
"GitHub Actions workflow_dispatch inputs matrix strategy"
"Aspire AddUvicornApp Python FastAPI integration"
"DevUI serve agents tracing OpenTelemetry directory discovery"
"Agent Framework workflow conditional edges branching handoff"Isama ang konteksto:
- Bersyon kapag may kaugnayan (
.NET 8,Aspire 13,VS Code 1.96) - Layunin ng gawain (
quickstart,tutorial,overview,limits,API reference) - Wika para sa polyglot na dokumentasyon (
Python,TypeScript,C#)
<!-- CO-OP TRANSLATOR DISCLAIMER START -->Paunawa: Ang dokumentong ito ay isinalin gamit ang serbisyong pagsasalin na pinapagana ng AI na Co-op Translator. Bagaman nagsusumikap kami para sa katumpakan, pakitandaan na ang mga awtomatikong pagsasalin ay maaaring maglaman ng mga pagkakamali o hindi pagkakatumpak. Dapat ituring na opisyal na sanggunian ang orihinal na dokumento sa orihinal nitong wika. Para sa mahahalagang impormasyon, inirerekomenda ang propesyonal na pagsasalin ng isang tao. Hindi kami mananagot sa anumang hindi pagkakaunawaan o maling interpretasyon na maaaring lumitaw mula sa paggamit ng pagsasaling ito.
<!-- CO-OP TRANSLATOR DISCLAIMER END -->© microsoft, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in translations/tl/.agents/skills/microsoft-docs of microsoft/ai-agents-for-beginners.
Open the folder on GitHubat commit 25b7985
Compare with similar skills
Microsoft Docs next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Microsoft Docs this skillmicrosoft/ai-agents-for-beginners | 77k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Agent Framework Azure AI Pymicrosoft/skills | 3.1k | 1 repos | ~3.1k | Automated safety check: Pass | MIT | |
| Microsoft Skill CreatorMicrosoftDocs/mcp | 1.9k | 3 repos | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | |
| Agent Frameworkjihadkhawaja/Egroo | 178 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | |
| Copilot SDKgithub/awesome-copilot | 40k | 5 repos | ~6.3k | Automated safety check: Pass | MIT | |
| Microsoft DocsMicrosoftDocs/mcp | 1.9k | 1 repos | ~723 | Automated safety check: Pass | CC-BY-4.0 |
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Questions about Microsoft Docs
What does Microsoft Docs do?
Mag-query sa opisyal na dokumentasyon ng Microsoft upang hanapin ang mga konsepto, tutorial, at mga halimbawa ng code sa iba't ibang serbisyo tulad ng Azure, .NET, Agent Framework, Aspire, VS Code…. Microsoft Docs is an agent skill from microsoft/ai-agents-for-beginners, published by the product's own GitHub organization.NET, Agent Framework, Aspire, VS Code, GitHub, at iba pa.
When should I use Microsoft Docs?
Microsoft Docs fits situations like: tasks that involve Building AI agents; tasks that involve MCP servers.
How do I install Microsoft Docs in Claude Code?
Run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a claude-code`. Or copy the skill folder (translations/tl/.agents/skills/microsoft-docs in microsoft/ai-agents-for-beginners) into .claude/skills/microsoft-docs in your project. Claude Code loads it when a task matches its description.
How do I install Microsoft Docs in Codex?
Run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a codex`. Or copy the skill folder (translations/tl/.agents/skills/microsoft-docs in microsoft/ai-agents-for-beginners) into .agents/skills/microsoft-docs in your project. Codex loads it when a task matches its description.
Can I use Microsoft Docs in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/ai-agents-for-beginners --skill microsoft-docs -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/microsoft-docs, .gemini/skills/microsoft-docs, .github/skills/microsoft-docs and .opencode/skills/microsoft-docs in your project.
What does Microsoft Docs need to run?
SKILL.md names no scripts, command-line tools or credentials: Microsoft Docs is instructions for the agent only. Our summary lists: Python 3; Node.js.
Does Microsoft Docs access the network?
SKILL.md names 2 domains. As links in the text: github.com and davidpine.dev. This is read from the text; nothing was executed.
Is Microsoft Docs safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Microsoft Docs use?
Microsoft Docs is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Microsoft Docs use?
About 1.6k tokens (SKILL.md is roughly 6.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Microsoft Docs?
Skills that share tags, products or a category with Microsoft Docs: Agent Framework Azure AI Py (microsoft/skills, 3.1k stars), Microsoft Skill Creator (MicrosoftDocs/mcp, 1.9k stars), Agent Framework (jihadkhawaja/Egroo, 178 stars) and Copilot SDK (github/awesome-copilot, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Microsoft Docs?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/ai-agents-for-beginners, which has 76,612 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on September 19, 2026.
Source: microsoft/ai-agents-for-beginners on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.